Project Title: Project "Apex" - The Ultimate AI-Powered Crypto Trading & Sniping Bot
Browse filesProject Goal:
To design, develop, and deploy a fully automated, institutional-grade AI crypto trading, sniping, and scalping system. The system must be engineered for elite performance, focusing on unparalleled speed, market-leading intelligence, and robust security to achieve and maintain a competitive edge in the fast-paced cryptocurrency markets.
I. Core System Architecture & Performance Requirements:
Low-Latency Execution: The system must be built on a low-latency architecture to ensure the fastest possible order execution. This includes using high-performance programming languages (e.g., C++, Rust), optimizing network protocols, and deploying on bare-metal servers co-located with major exchange data centers.
Direct Exchange & Blockchain Connectivity:
Integrate with top-tier centralized exchanges (CEXs) via their lowest-latency WebSocket and FIX APIs.
Develop direct mempool-level monitoring and interaction capabilities for leading decentralized exchanges (DEXs) on blockchains like Ethereum, Solana, and other relevant L1s/L2s. The system must be able to identify and act on transactions before they are confirmed on-chain.
Scalability & Concurrency: The architecture must handle thousands of concurrent trading signals across hundreds of trading pairs simultaneously without any degradation in performance. It needs to be horizontally scalable to add new markets and strategies effortlessly.
Data Ingestion Engine: Create a high-throughput data ingestion pipeline capable of processing real-time market data (order books, trades, liquidity changes), on-chain data (mempool, new contracts, wallet movements), and alternative data (social media sentiment, news feeds) with millisecond precision.
II. Key Trading Features & Enhancements:
Advanced Sniping Capabilities:
New Token/Liquidity Pool Sniping: The bot must automatically detect the creation of new liquidity pools on DEXs and execute trades within the first block of their creation. This requires advanced smart contract and mempool scanning.
Presale & Fair Launch Sniping: Develop modules to participate in token presales and fair launches, automating the process of contributing capital at the earliest possible moment.
High-Frequency Scalping:
Implement scalping strategies that capitalize on micro-fluctuations in price. The AI should be able to identify and execute hundreds of small, profitable trades per hour based on order book imbalances, momentum indicators, and arbitrage opportunities.
Intelligent Order Types: Go beyond standard market and limit orders. Implement sophisticated, AI-driven order types such as:
Dynamic Trailing Stops: The AI should adjust stop-loss levels based on real-time volatility and market structure, not just a fixed percentage.
Adaptive Limit Orders: The AI should place and adjust limit orders based on predicted price movements to ensure optimal entry and exit points.
Multi-Strategy Execution: The system must be able to run multiple, uncorrelated trading strategies in parallel. This includes arbitrage (cross-exchange, triangular), trend-following, mean-reversion, and AI-driven predictive models.
III. AI & Machine Learning Components:
Predictive Modeling: Develop and train a suite of machine learning models (e.g., LSTMs, Transformers) to predict short-term price movements, volatility spikes, and liquidity events. The models should be continuously re-trained on new market data.
Anomaly & Pattern Recognition: The AI must be able to identify complex market patterns, whale manipulation (e.g., spoofing, wash trading), and rug pull indicators (e.g., unlocked liquidity, malicious contract code) in real-time.
Reinforcement Learning: Implement a reinforcement learning module where the AI agent learns and improves its trading strategies over time through a simulated reward system based on profitability and risk management.
Sentiment Analysis: Integrate a sophisticated Natural Language Processing (NLP) engine to analyze sentiment from Twitter, Telegram, Discord, and major news outlets to gauge market sentiment and predict its impact on price.
IV. User Interface (UI) & User Experience (UX):
Professional Dashboard: Design a clean, intuitive, and highly customizable web-based dashboard. Key features should include:
Real-time P&L tracking across all strategies and exchanges.
Detailed performance analytics, including win rate, Sharpe ratio, and max drawdown.
A live log of all trades and AI decisions with clear explanations.
Visualizations of market data, order books, and strategy performance.
Strategy & Risk Configurator: Build a user-friendly interface that allows users to easily configure, activate, and deactivate trading strategies. Users must be able to set granular risk parameters, such as max allocation per trade, daily loss limits, and kill-switch triggers.
Secure Mobile Access: Provide a secure, read-only mobile application for monitoring performance on the go, with the ability to trigger a system-wide emergency stop.
V. Security & Risk Management:
Fund Security: All API keys and sensitive information must be stored using state-of-the-art encryption (e.g., HSMs or equivalent). The trading engine should be completely segregated from the user-facing interface to minimize attack surfaces.
Smart Contract Auditing: For DEX interaction, integrate an automated smart contract auditing tool to scan new token contracts for potential vulnerabilities or malicious code before executing a trade.
Failsafes & Kill Switches: Implement multiple layers of failsafes. This includes network connectivity checks, exchange status monitoring, and a master "kill switch" that can be triggered manually or automatically if predefined risk thresholds are breached.
VI. Backtesting & Simulation Engine:
Develop a high-fidelity backtesting environment that can simulate trading strategies against historical tick-by-tick market data. The backtester must accurately model exchange fees, slippage, and latency to provide realistic performance estimates.
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---
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title: CryptoApex - AI Trading Dominance 🚀
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emoji: 🐳
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tags:
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- deepsite-v3
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---
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# Welcome to your new DeepSite project!
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This project was created with [DeepSite](https://deepsite.hf.co).
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</html>
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<!DOCTYPE html>
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<html lang="en" class="dark">
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<head>
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<meta charset="UTF-8">
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
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<title>CryptoApex - AI Trading Dominance</title>
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<script src="https://cdn.tailwindcss.com"></script>
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<script src="https://unpkg.com/feather-icons"></script>
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<script src="https://cdn.jsdelivr.net/npm/feather-icons/dist/feather.min.js"></script>
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<script src="https://cdn.jsdelivr.net/npm/vanta@latest/dist/vanta.net.min.js"></script>
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<script>
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tailwind.config = {
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darkMode: 'class',
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theme: {
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extend: {
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colors: {
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primary: {
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500: '#64748b',
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},
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secondary: {
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500: '#0ea5e9',
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}
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}
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}
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}
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}
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</script>
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<style>
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.hero-gradient {
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background: linear-gradient(135deg, rgba(100, 116, 139, 0.15) 0%, rgba(15, 23, 42, 1) 60%);
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}
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.card-glow:hover {
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box-shadow: 0 0 20px 5px rgba(14, 165, 233, 0.3);
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}
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.feature-pulse {
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animation: pulse 4s cubic-bezier(0.4, 0, 0.6, 1) infinite;
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}
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@keyframes pulse {
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0%, 100% { opacity: 1; }
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50% { opacity: 0.7; }
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}
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</style>
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</head>
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<body class="bg-slate-900 text-slate-200 min-h-screen">
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<div id="vanta-bg" class="fixed inset-0 -z-10"></div>
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| 46 |
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| 47 |
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<!-- Navigation -->
|
| 48 |
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<nav class="bg-slate-800/80 backdrop-blur-md border-b border-slate-700 fixed w-full z-50">
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| 49 |
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<div class="max-w-7xl mx-auto px-4 sm:px-6 lg:px-8">
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<div class="flex justify-between h-16 items-center">
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<div class="flex items-center">
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<div class="flex-shrink-0 flex items-center">
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<i data-feather="activity" class="text-sky-500 h-8 w-8"></i>
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<span class="ml-2 text-xl font-bold bg-clip-text text-transparent bg-gradient-to-r from-sky-400 to-slate-200">CryptoApex</span>
|
| 55 |
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</div>
|
| 56 |
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</div>
|
| 57 |
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<div class="hidden md:block">
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| 58 |
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<div class="ml-10 flex items-center space-x-4">
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| 59 |
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<a href="#" class="px-3 py-2 rounded-md text-sm font-medium text-white bg-slate-700">Dashboard</a>
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| 60 |
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<a href="#" class="px-3 py-2 rounded-md text-sm font-medium text-slate-300 hover:text-white hover:bg-slate-700">Strategies</a>
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| 61 |
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<a href="#" class="px-3 py-2 rounded-md text-sm font-medium text-slate-300 hover:text-white hover:bg-slate-700">Analytics</a>
|
| 62 |
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<a href="#" class="px-3 py-2 rounded-md text-sm font-medium text-slate-300 hover:text-white hover:bg-slate-700">API</a>
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| 63 |
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</div>
|
| 64 |
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</div>
|
| 65 |
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<div class="flex items-center">
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| 66 |
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<button class="p-2 rounded-full text-slate-300 hover:text-white hover:bg-slate-700 focus:outline-none">
|
| 67 |
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<i data-feather="bell"></i>
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| 68 |
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</button>
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| 69 |
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<button class="ml-4 p-2 rounded-full text-slate-300 hover:text-white hover:bg-slate-700 focus:outline-none">
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| 70 |
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<i data-feather="settings"></i>
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| 71 |
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</button>
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| 72 |
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<button class="ml-4 px-4 py-2 rounded-md text-sm font-medium text-white bg-sky-600 hover:bg-sky-700">
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Connect Wallet
|
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</button>
|
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</div>
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</div>
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</div>
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</nav>
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| 79 |
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|
| 80 |
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<!-- Hero Section -->
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| 81 |
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<div class="hero-gradient pt-32 pb-20 px-4 sm:px-6 lg:px-8">
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<div class="max-w-7xl mx-auto">
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<div class="lg:grid lg:grid-cols-2 lg:gap-8 items-center">
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<div class="mb-12 lg:mb-0">
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<h1 class="text-4xl md:text-6xl font-extrabold tracking-tight text-white">
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| 86 |
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<span class="block">Institutional-Grade</span>
|
| 87 |
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<span class="block text-sky-400">Crypto Trading AI</span>
|
| 88 |
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</h1>
|
| 89 |
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<p class="mt-5 max-w-lg text-xl text-slate-300">
|
| 90 |
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The ultimate automated trading system with millisecond execution, AI-driven strategies, and institutional-level security.
|
| 91 |
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</p>
|
| 92 |
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<div class="mt-8 flex flex-col sm:flex-row gap-4">
|
| 93 |
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<a href="#" class="px-8 py-3 border border-transparent text-base font-medium rounded-md text-white bg-sky-600 hover:bg-sky-700 md:py-4 md:text-lg md:px-10">
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| 94 |
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Start Free Trial
|
| 95 |
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</a>
|
| 96 |
+
<a href="#" class="px-8 py-3 border border-transparent text-base font-medium rounded-md text-sky-400 bg-slate-800 hover:bg-slate-700 md:py-4 md:text-lg md:px-10">
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| 97 |
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Watch Demo
|
| 98 |
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</a>
|
| 99 |
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</div>
|
| 100 |
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</div>
|
| 101 |
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<div class="relative">
|
| 102 |
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<div class="relative mx-auto rounded-xl overflow-hidden shadow-2xl">
|
| 103 |
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<img src="http://static.photos/technology/1200x630/42" alt="Trading dashboard" class="w-full h-auto">
|
| 104 |
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<div class="absolute inset-0 bg-gradient-to-t from-slate-900/80 to-transparent"></div>
|
| 105 |
+
<div class="absolute bottom-0 left-0 p-6">
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<div class="flex items-center">
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<div class="flex-shrink-0">
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<div class="h-3 w-3 rounded-full bg-green-500 animate-pulse"></div>
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</div>
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<div class="ml-2 text-sm text-white">
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<span class="font-medium">Live Trading</span>
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<span class="text-slate-300 ml-2">ETH/USDT</span>
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</div>
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</div>
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</div>
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</div>
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</div>
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</div>
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</div>
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<!-- Features Section -->
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<div class="py-16 bg-slate-800/50">
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<div class="max-w-7xl mx-auto px-4 sm:px-6 lg:px-8">
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<div class="lg:text-center">
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<h2 class="text-base text-sky-400 font-semibold tracking-wide uppercase">Features</h2>
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<p class="mt-2 text-3xl leading-8 font-extrabold tracking-tight text-white sm:text-4xl">
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Next-Gen Trading Technology
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</p>
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</div>
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<div class="mt-16">
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<div class="grid grid-cols-1 gap-12 sm:grid-cols-2 lg:grid-cols-3">
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<!-- Feature 1 -->
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<div class="pt-6">
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<div class="flow-root bg-slate-800 rounded-lg px-6 pb-8 h-full transition-all duration-300 card-glow border border-slate-700">
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<div class="-mt-6">
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<div>
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<span class="inline-flex items-center justify-center p-3 bg-slate-900 rounded-md shadow-lg border border-slate-700">
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<i data-feather="zap" class="h-6 w-6 text-sky-400"></i>
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</span>
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</div>
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<h3 class="mt-8 text-lg font-medium text-white tracking-tight">Ultra Low-Latency</h3>
|
| 144 |
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<p class="mt-5 text-base text-slate-300">
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Co-located servers ensure execution speeds under 10ms. Our direct exchange connectivity outperforms all competitors.
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</p>
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</div>
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</div>
|
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</div>
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<!-- Feature 2 -->
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<div class="pt-6">
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<div class="flow-root bg-slate-800 rounded-lg px-6 pb-8 h-full transition-all duration-300 card-glow border border-slate-700">
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<div class="-mt-6">
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<div>
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<span class="inline-flex items-center justify-center p-3 bg-slate-900 rounded-md shadow-lg border border-slate-700">
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<i data-feather="cpu" class="h-6 w-6 text-sky-400"></i>
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</span>
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</div>
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<h3 class="mt-8 text-lg font-medium text-white tracking-tight">AI-Powered Strategies</h3>
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<p class="mt-5 text-base text-slate-300">
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Machine learning models continuously adapt to market conditions, identifying profitable opportunities invisible to humans.
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</p>
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</div>
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</div>
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</div>
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<!-- Feature 3 -->
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<div class="pt-6">
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<div class="flow-root bg-slate-800 rounded-lg px-6 pb-8 h-full transition-all duration-300 card-glow border border-slate-700">
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<div class="-mt-6">
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<div>
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<span class="inline-flex items-center justify-center p-3 bg-slate-900 rounded-md shadow-lg border border-slate-700">
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<i data-feather="shield" class="h-6 w-6 text-sky-400"></i>
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+
</span>
|
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</div>
|
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+
<h3 class="mt-8 text-lg font-medium text-white tracking-tight">Military-Grade Security</h3>
|
| 178 |
+
<p class="mt-5 text-base text-slate-300">
|
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+
Your funds are protected by our multi-signature architecture and automated risk controls that prevent catastrophic losses.
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</p>
|
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</div>
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</div>
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</div>
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</div>
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</div>
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</div>
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</div>
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<!-- Stats Section -->
|
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+
<div class="bg-slate-800/60 py-16">
|
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<div class="max-w-7xl mx-auto px-4 sm:px-6 lg:px-8">
|
| 192 |
+
<div class="lg:text-center mb-12">
|
| 193 |
+
<h2 class="text-base text-sky-400 font-semibold tracking-wide uppercase">Performance</h2>
|
| 194 |
+
<p class="mt-2 text-3xl leading-8 font-extrabold tracking-tight text-white sm:text-4xl">
|
| 195 |
+
Quantified Excellence
|
| 196 |
+
</p>
|
| 197 |
+
</div>
|
| 198 |
+
<div class="grid grid-cols-1 gap-8 sm:grid-cols-3">
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<div class="text-center p-6 bg-slate-800/50 rounded-xl border border-slate-700">
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+
<div class="text-5xl font-bold text-sky-400">2.7M+</div>
|
| 201 |
+
<div class="mt-2 text-sm font-medium text-slate-300 uppercase tracking-wider">Trades Executed</div>
|
| 202 |
+
</div>
|
| 203 |
+
<div class="text-center p-6 bg-slate-800/50 rounded-xl border border-slate-700">
|
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+
<div class="text-5xl font-bold text-sky-400">98.7%</div>
|
| 205 |
+
<div class="mt-2 text-sm font-medium text-slate-300 uppercase tracking-wider">Success Rate</div>
|
| 206 |
+
</div>
|
| 207 |
+
<div class="text-center p-6 bg-slate-800/50 rounded-xl border border-slate-700">
|
| 208 |
+
<div class="text-5xl font-bold text-sky-400">9.2ms</div>
|
| 209 |
+
<div class="mt-2 text-sm font-medium text-slate-300 uppercase tracking-wider">Avg Execution Speed</div>
|
| 210 |
+
</div>
|
| 211 |
+
</div>
|
| 212 |
+
</div>
|
| 213 |
+
</div>
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| 214 |
+
|
| 215 |
+
<!-- CTA Section -->
|
| 216 |
+
<div class="bg-slate-800/80 py-16">
|
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<div class="max-w-7xl mx-auto px-4 sm:px-6 lg:px-8">
|
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<div class="lg:grid lg:grid-cols-2 lg:gap-8 lg:items-center">
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<div class="lg:col-span-1">
|
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+
<h2 class="text-3xl font-extrabold text-white sm:text-4xl">
|
| 221 |
+
<span class="block">Ready to dominate</span>
|
| 222 |
+
<span class="block text-sky-400">the markets?</span>
|
| 223 |
+
</h2>
|
| 224 |
+
<p class="mt-3 max-w-lg text-lg text-slate-300">
|
| 225 |
+
Join the elite traders leveraging our institutional-grade technology. Start your free 14-day trial today.
|
| 226 |
+
</p>
|
| 227 |
+
</div>
|
| 228 |
+
<div class="mt-8 lg:mt-0 lg:col-span-1">
|
| 229 |
+
<form class="sm:flex">
|
| 230 |
+
<label for="email-address" class="sr-only">Email address</label>
|
| 231 |
+
<input id="email-address" name="email" type="email" autocomplete="email" required class="w-full px-5 py-3 border border-transparent placeholder-slate-500 focus:ring-2 focus:ring-offset-2 focus:ring-offset-slate-800 focus:ring-sky-500 focus:outline-none rounded-md bg-slate-700 text-white" placeholder="Enter your email">
|
| 232 |
+
<div class="mt-3 rounded-md shadow sm:mt-0 sm:ml-3 sm:flex-shrink-0">
|
| 233 |
+
<button type="submit" class="w-full flex items-center justify-center px-5 py-3 border border-transparent text-base font-medium rounded-md text-white bg-sky-600 hover:bg-sky-700 focus:outline-none focus:ring-2 focus:ring-offset-2 focus:ring-offset-slate-800 focus:ring-sky-500">
|
| 234 |
+
Get Started
|
| 235 |
+
</button>
|
| 236 |
+
</div>
|
| 237 |
+
</form>
|
| 238 |
+
<p class="mt-3 text-sm text-slate-400">
|
| 239 |
+
By signing up, you agree to our <a href="#" class="text-sky-400 hover:text-sky-300">Terms of Service</a>.
|
| 240 |
+
</p>
|
| 241 |
+
</div>
|
| 242 |
+
</div>
|
| 243 |
+
</div>
|
| 244 |
+
</div>
|
| 245 |
+
|
| 246 |
+
<!-- Footer -->
|
| 247 |
+
<footer class="bg-slate-900/90 border-t border-slate-800">
|
| 248 |
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<div class="max-w-7xl mx-auto py-12 px-4 sm:px-6 lg:px-8">
|
| 249 |
+
<div class="xl:grid xl:grid-cols-3 xl:gap-8">
|
| 250 |
+
<div class="space-y-8 xl:col-span-1">
|
| 251 |
+
<div class="flex items-center">
|
| 252 |
+
<i data-feather="activity" class="text-sky-500 h-8 w-8"></i>
|
| 253 |
+
<span class="ml-2 text-xl font-bold text-white">CryptoApex</span>
|
| 254 |
+
</div>
|
| 255 |
+
<p class="text-slate-300 text-base">
|
| 256 |
+
The most advanced AI trading system in crypto.
|
| 257 |
+
</p>
|
| 258 |
+
<div class="flex space-x-6">
|
| 259 |
+
<a href="#" class="text-slate-400 hover:text-sky-400">
|
| 260 |
+
<i data-feather="twitter"></i>
|
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+
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<a href="#" class="text-slate-400 hover:text-sky-400">
|
| 263 |
+
<i data-feather="github"></i>
|
| 264 |
+
</a>
|
| 265 |
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<a href="#" class="text-slate-400 hover:text-sky-400">
|
| 266 |
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<i data-feather="discord"></i>
|
| 267 |
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|
| 269 |
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<i data-feather="telegram"></i>
|
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|
| 272 |
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|
| 273 |
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<div class="mt-12 grid grid-cols-2 gap-8 xl:mt-0 xl:col-span-2">
|
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| 275 |
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|
| 276 |
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<h3 class="text-sm font-semibold text-slate-200 tracking-wider uppercase">
|
| 277 |
+
Product
|
| 278 |
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</h3>
|
| 279 |
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<ul class="mt-4 space-y-4">
|
| 280 |
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<li>
|
| 281 |
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<a href="#" class="text-base text-slate-400 hover:text-sky-400">
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Features
|
| 283 |
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|
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| 285 |
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<a href="#" class="text-base text-slate-400 hover:text-sky-400">
|
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Pricing
|
| 288 |
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|
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|
| 291 |
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<a href="#" class="text-base text-slate-400 hover:text-sky-400">
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API
|
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|
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|
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|
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Resources
|
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|
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|
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Documentation
|
| 305 |
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|
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|
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|
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<a href="#" class="text-base text-slate-400 hover:text-sky-400">
|
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Guides
|
| 310 |
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|
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|
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Blog
|
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| 321 |
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|
| 322 |
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<h3 class="text-sm font-semibold text-slate-200 tracking-wider uppercase">
|
| 323 |
+
Company
|
| 324 |
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</h3>
|
| 325 |
+
<ul class="mt-4 space-y-4">
|
| 326 |
+
<li>
|
| 327 |
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<a href="#" class="text-base text-slate-400 hover:text-sky-400">
|
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About
|
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|
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|
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<li>
|
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<a href="#" class="text-base text-slate-400 hover:text-sky-400">
|
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Careers
|
| 334 |
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</a>
|
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|
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+
<li>
|
| 337 |
+
<a href="#" class="text-base text-slate-400 hover:text-sky-400">
|
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+
Contact
|
| 339 |
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</a>
|
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|
| 341 |
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</ul>
|
| 342 |
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|
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<div class="mt-12 md:mt-0">
|
| 344 |
+
<h3 class="text-sm font-semibold text-slate-200 tracking-wider uppercase">
|
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Legal
|
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</h3>
|
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<ul class="mt-4 space-y-4">
|
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<li>
|
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<a href="#" class="text-base text-slate-400 hover:text-sky-400">
|
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Privacy
|
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|
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|
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<li>
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<a href="#" class="text-base text-slate-400 hover:text-sky-400">
|
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Terms
|
| 356 |
+
</a>
|
| 357 |
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</li>
|
| 358 |
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<li>
|
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<a href="#" class="text-base text-slate-400 hover:text-sky-400">
|
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Compliance
|
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</a>
|
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|
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</ul>
|
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</div>
|
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+
<div class="mt-12 border-t border-slate-800 pt-8">
|
| 369 |
+
<p class="text-base text-slate-400 xl:text-center">
|
| 370 |
+
© 2023 CryptoApex. All rights reserved.
|
| 371 |
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|
| 372 |
+
</div>
|
| 373 |
+
</div>
|
| 374 |
+
</footer>
|
| 375 |
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|
| 376 |
+
<script>
|
| 377 |
+
// Initialize Vanta.js background
|
| 378 |
+
VANTA.NET({
|
| 379 |
+
el: "#vanta-bg",
|
| 380 |
+
mouseControls: true,
|
| 381 |
+
touchControls: true,
|
| 382 |
+
gyroControls: false,
|
| 383 |
+
minHeight: 200.00,
|
| 384 |
+
minWidth: 200.00,
|
| 385 |
+
scale: 1.00,
|
| 386 |
+
scaleMobile: 1.00,
|
| 387 |
+
color: 0x0ea5e9,
|
| 388 |
+
backgroundColor: 0x0f172a,
|
| 389 |
+
points: 10.00,
|
| 390 |
+
maxDistance: 22.00,
|
| 391 |
+
spacing: 18.00
|
| 392 |
+
});
|
| 393 |
+
|
| 394 |
+
// Initialize feather icons
|
| 395 |
+
feather.replace();
|
| 396 |
+
</script>
|
| 397 |
+
</body>
|
| 398 |
</html>
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